World Development Indicators 2022

Analysis of Economic and Social Development

Yang Lyu

2026-02-23

Overview

  • Dataset: World Development Indicators, World Bank 2022 (The World Bank 2023)
  • Sample: 217 countries
  • Focus Indicators:
  1. GDP per capita (economic output)
  2. Primary school enrolment rate (education access)
  3. Unemployment rate (labor market)

GDP per Capita Distribution

Distribution of GDP per Capita (2022)

Most countries have GDP per capita below $20,000. The distribution is highly right-skewed, indicating large income disparities.

Top Countries by Education

Top 10 Countries by Primary School Enrolment Rate

Several developing countries report enrolment rates above 100%, likely due to over-age or under-age students enrolled in primary education. This suggests strong access to basic education, though enrolment does not necessarily reflect education quality.

Unemployment Rate Statistics

Statistic Value
0 Mean 7.20%
1 Median 5.34%
2 Std Dev 5.85
3 Min 0.13%
4 Max 36.47%

The global average unemployment rate is approximately 7.2%, but the large standard deviation indicates substantial cross-country variation. Some countries experience extremely high unemployment rates above 30%, highlighting significant labor market disparities.

GDP vs Unemployment

GDP per Capita vs Unemployment Rate (2022)

There is a mild negative relationship between GDP per capita and unemployment. Higher-income countries tend to have lower unemployment rates, although the relationship is not strongly linear.

Average Unemployment Rate by GDP per Capita Group (2022). Source: World Bank WDI 2022. Source: The World Bank (2023).

High-income countries show the lowest average unemployment rates, while lower-middle-income countries exhibit higher unemployment levels. This suggests that economic development is associated with more stable labor markets.

Education vs Unemployment

Primary School Enrolment vs Unemployment Rate (2022)

The relationship between primary school enrolment and unemployment appears weak and scattered. Education access alone does not strongly predict unemployment outcomes across countries.

Major Economies Comparison

Country GDP per Capita Unemployment
0 United States $76,657 3.6%
1 China $12,971 5.0%
2 Japan $34,066 2.6%
3 Germany $50,507 3.1%
4 United Kingdom $47,057 3.8%
5 France $40,989 7.3%
6 India $2,347 4.8%
7 Brazil $9,281 9.2%
8 Canada $56,257 5.3%
9 Australia $65,170 3.7%

Key Findings

  1. Economic Disparity
    • Wide variation in GDP per capita
    • Range: $300 to $226,000+
  2. Education Access
    • Most developed countries have near-universal primary education
    • Some developing countries show very high enrolment rates
  3. Unemployment Patterns
    • Global mean: ~7.5%
    • Range: 0.13% (Qatar) to 36.5% (Eswatini)

Conclusion

  • Economic development is strongly linked to labor market outcomes.
  • Education access is widespread, but does not fully explain unemployment differences.
  • Large global disparities remain across income and employment levels.

Questions?

Thank you for your attention! yang.lyu@emory.edu

The World Bank. 2023. “World Development Indicators.” https://databank.worldbank.org/source/world-development-indicators.